code: def reset(self):
      next_raw_state = self.env.reset()
      self.recent_states = deque([], maxlen=self.max_embed_seq_len)
      self.recent_actions = deque([], maxlen=self.max_embed_seq_len)
      self.cur_raw_state = next_raw_state
      next_embed_state = self.embed_state(next_raw_state)
      return next_embed_state
  
file_path: ReAgent/reagent/gym/envs/pomdp/state_embed_env.py
imports: import logging
  from collections import deque
  from typing import Optional
  import gym
  import numpy
  import reagent.core.types
  import torch
  from gym.spaces import Box
  from reagent.gym.envs import EnvWrapper
  from reagent.models.world_model import MemoryNetwork
label_desc: Use image node_id 5 for calling the StateEmbedEnvironment obj's underlying member method code with example usage: obj.reset() and returns: next_embed_state